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recinall/EchosMonitor

https://github.com/recinall/EchosMonitor · scanned 2026-06-15 23:48 UTC (2 months, 3 weeks ago)

122 raw signals (0 security + 122 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 106 actionable findings from 1 signal source. 16 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
88.9
/100
Security checks
89
0 findings
System graph
89
88.9% cov · 106 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 1 Medium 8 Low 46 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 106 Crowd 0 Layer: Software 19 Api 1 Frontend 1 Security 2 Cicd 1 Quality 82
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Scan summary Repository scanned at 88.9/100 with 88.9% coverage. It contains 3742 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 122 findings — concentrated in quality (98), software (19), security (2). Risk profile is high: 0 critical, 1 high, 8 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 54 of 106 actionable findings. 122 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high System graph security security conf 1.00 Insecure pattern 'exec_used' in .claude/skills/qt-worker-threading/SKILL.md:56
Found a known-risky pattern (exec_used). Review and replace if possible.
.claude/skills/qt-worker-threading/SKILL.md:56 Exec used
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/agents/qt-concurrency-auditor.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
.claude/agents/qt-concurrency-auditor.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/qt-worker-threading/SKILL.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
.claude/skills/qt-worker-threading/SKILL.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing license, ci, operator-readme. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.
Repo hardeningGenerated repo pattern
medium System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci, operator-readme. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.
Mock dataCritical flowGenerated repo pattern
medium System graph security Coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.
auth
medium System graph cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 31 placeholder/mock markers across 16 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 22 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 11 places
Functions with the same first-5-line body hash: src/echosmonitor/core/archive_reindex_worker.py:request_stop, src/echosmonitor/core/archive_reindex_worker.py:request, src/echosmonitor/core/archive_browser_loader.py:request_stop, src/echosmonitor/core/hvsr_array.py:request_stop This is *the* AI-cod…
duplicatesduplication
low System graph quality Integrity conf 1.00 15 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: src/echosmonitor/config/credentials.py:get_password, src/echosmonitor/config/credentials.py:get_password This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why th…
15 occurrences
repo-level (15 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: src/echosmonitor/gui/widgets/spectrogram_view.py:on_column, src/echosmonitor/gui/widgets/spectrogram_dock.py:on_column, src/echosmonitor/gui/widgets/live_stack.py:on_spectrogram_column This is *the* AI-coder failure mode (4× more duplication in vibe-…
3 occurrences
repo-level (3 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 7 places
Functions with the same first-5-line body hash: src/echosmonitor/gui/widgets/stage_forms.py:load_from, src/echosmonitor/gui/widgets/stage_forms.py:load_from, src/echosmonitor/gui/widgets/stage_forms.py:load_from, src/echosmonitor/gui/widgets/stage_forms.py:load_from This is *the* AI-coder failure …
duplicatesduplication
low System graph quality License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `_rejected_copy` in tests/storage/test_hvsr_array_report.py:179
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `model_copy` in src/echosmonitor/core/config_store.py:81
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `model_copy` in src/echosmonitor/core/echos_api.py:113
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `model_copy` in src/echosmonitor/gui/dialogs/echos_tabs.py:12
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `model_copy` in src/echosmonitor/gui/dialogs/settings_dialog.py:64
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `model_copy` in tests/core/test_config_store.py:246
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `model_copy` in tests/core/test_echos_api.py:167
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `model_copy` in tests/core/test_streaming_engine_hot_reload.py:193
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `model_copy` in tests/gui/test_main_window.py:314
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `model_copy` in tests/gui/test_station_browser_subscribe.py:108
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_keyring_set_removes_stale_plaintext_copy` in tests/config/test_credentials.py:195
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_pan_fetches_newly_revealed_tiles_and_keeps_old` in tests/gui/test_map_widget.py:392
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_time_window_filter_excludes_old` in tests/gui/test_detection_table.py:146
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `vel_old` in tests/core/test_response_prefilt.py:150
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: add_plot
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/echosmonitor/gui/widgets/live_stack.py:189
low System graph software Dead code conf 1.00 Possibly dead Python function: archive_dao
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/echosmonitor/core/streaming_engine.py:1390
low System graph software Dead code conf 1.00 Possibly dead Python function: clear_override
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/echosmonitor/core/hvsr.py:327
low System graph software Dead code conf 1.00 Possibly dead Python function: counts_context_for_test
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/echosmonitor/gui/widgets/detection_detail.py:844
low System graph software Dead code conf 1.00 Possibly dead Python function: filter
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/echosmonitor/utils/logging.py:115
low System graph software Dead code conf 1.00 Possibly dead Python function: filter
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/echosmonitor/core/seedlink_worker.py:119
low System graph software Dead code conf 1.00 Possibly dead Python function: filterAcceptsRow
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/echosmonitor/gui/widgets/detection_table.py:299
low System graph software Dead code conf 1.00 Possibly dead Python function: has_decimation
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/echosmonitor/dsp/chain.py:114
low System graph software Dead code conf 1.00 Possibly dead Python function: has_stream
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/echosmonitor/gui/widgets/live_stack.py:436
low System graph software Dead code conf 1.00 Possibly dead Python function: headerData
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/echosmonitor/gui/widgets/detection_table.py:136
low System graph software Dead code conf 1.00 Possibly dead Python function: initializePage
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/echosmonitor/gui/dialogs/first_run_wizard.py:415
low System graph software Dead code conf 1.00 Possibly dead Python function: paintEvent
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/echosmonitor/gui/widgets/archive_tab.py:174
low System graph software Dead code conf 1.00 Possibly dead Python function: poll_inflight
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/profile_500hz.py:174
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_device
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/echosmonitor/core/positions.py:538
low System graph software Dead code conf 1.00 Possibly dead Python function: request_refresh
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/echosmonitor/gui/widgets/psd_widget.py:252
low System graph software Dead code conf 1.00 Possibly dead Python function: set_title
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/echosmonitor/gui/widgets/dock_title_bar.py:122
low System graph software Dead code conf 1.00 Possibly dead Python function: timed_flush
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/profile_500hz.py:164
low System graph software Dead code conf 1.00 Possibly dead Python function: to_settings
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/echosmonitor/config/schema.py:373
low System graph quality Docs conf 1.00 README lacks setup or run instructions
A README exists, but it does not contain common install/setup/run markers. This matches a frequent generated-code pattern: UI is present, operational handoff is thin.
ReadmeRepo hardeningGenerated repo pattern
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
low System graph quality Integrity conf 1.00 Stub function `_check_nyquist` (body is just `pass`/`return`) — src/echosmonitor/gui/widgets/stage_forms.py:193
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Complexity conf 1.00 Very large file: src/echosmonitor/core/streaming_engine.py (2937 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/echosmonitor/gui/dialogs/device_dialog.py (1504 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/echosmonitor/gui/main_window.py (2583 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/echosmonitor/gui/widgets/archive_tab.py (1549 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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